Here is the full entry with comments:
1841 Census
Brunton Row, East Brunton, Gosforth, Northumberland
William Murton Male 30 Coal miner Born in Northumberland [William 2nd s. of George Murton, cutler, of Sheffield, by his wife Mary Rutter, N. of the P. of Tynemouth, born 22nd October 1808, baptised 4th December 1808 at Earsdon]
Frances Murton Female 30 [coal miner’s wife] Not born in Northumberland [1 December 1827, William Murton of Earsdon and Frances Slater of Earsdon, married, by Banns at Earsdon]
John Murton Male 10 - Born in Northumberland [23 November 1828, John son of William and Frances Murton [Slater] of Seghill, Pitman, baptised at Earsdon]
Edward Murton Male 9 - Born in Northumberland [Edward son of William and Frances Morton, Seghill, Pitman, baptised 3 September 1831 at Newcastle All Saints]
William Murton Male 8 - Born in Northumberland [William son of William and Frances Morton, Seghill, Pitman, baptised 8 December, 1832 at Newcastle All Saints]
Robert Murton Male 3 - Born in Northumberland [Robert son of William and Frances Morton of Brunton Row, Pitman, baptised 10 February 1839 at Gosforth]
Ann Murton Female 6 - Born in Northumberland [Ann daughter of William and Frances Morton, Seghill, Pitman, baptised 20th of September, 1834 at Newcastle All Saints]
George Murton Male 5 - Born in Northumberland [George son of William and Frances Murton of Brunton Row, Pitman, baptised 29 April 1838 at Gosforth]
William's parents are living nearby:
Brunton Row, Gosforth, Castle Ward, Northumberland
George Murton Male 55 Coal miner Not born in Northumberland [born in Sheffield]
Mary Murton Female 50 - Born in Northumberland [George Morton x his mark and Mary Rutter x her mark, both of this chapelry, by Banns, married 8th of September 1806 at Newcastle All Saints. Wit. Ann Cowan, Jona. Scott]
The baptism of George and Mary's first son describes George as a soldier [I think he was actually in the militia]:
George 1st son of George Morton, Shefield, York, soldier, by his wife Mary daughter of Robert Rutter, pitman, of this Chapelry, baptised 16 August, 1807 - Newcastle All Saints
George must have died because we find this:
Mary Morton, full age, Widow,-, Benwell, Father: Robert Rutter (deceased), Collier and John Gair, full age, Widower, Labourer, Benwell, Father: Edward Gair (deceased), Labourer, by Banns [he signs, she x], married 9th of November 1842. Wit. Wm. Findley, Jn° Thompson
PS I don't have that John Morton/Mary Morton marriage. It can't have taken place in Tynemouth or Earsdon parishes as I have all the marriages there. It could be that there was no church ceremony. If you get a certificate I'd be grateful for the details.